Check the flapper's seal by adding food coloring to the toilet tank.
The third possibility is the flapper itself. As the flapper gets old it could get hard or warped which could prevent a good seal. Even a slight imperfection could be causing the toilet to run. A few drops of food coloring can let you know if this is the problem.
Add the food coloring to the toilet tank and give it a few minutes.